工业物联网中重要性感知传感器部署的确定性目标屏障覆盖

IF 4.3 2区 综合性期刊 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
Chien-Fu Cheng;Wen-Hao Lin
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引用次数: 0

摘要

本研究解决了确定性部署设置中的目标-屏障覆盖问题,考虑了不同重要程度的目标。以工业物联网(IIoT)中的石油开采基础设施监控为例,开采区域内不同的石油相关设施可能具有不同的重要程度。为了防止潜在的损害,必须在这些基础设施周围建造目标屏障。较高重要性的目标需要具有较长响应时间的目标屏障,这就需要根据重要性级别而变化的距离限制。据我们所知,这是第一个在结合不同目标重要性水平的同时解决目标-屏障覆盖问题的工作。主要目标是在确保基于目标重要性的覆盖要求的同时,以确定性的方式最小化构建目标屏障所需的部署传感器的数量。通过分析确定并正式证明了目标屏障构建所需的最小传感器数量。此外,这个问题被证明是np困难的。最后给出了仿真结果来评价所提算法的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Deterministic Target-Barrier Coverage With Importance-Aware Sensor Deployment in IIoT
This study addresses the target-barrier coverage problem in a deterministic deployment setting, considering targets with varying levels of importance. Taking the surveillance of oil exploitation infrastructure in the Industrial Internet of Things (IIoT) as an example, different oil-related facilities within the exploitation area may have distinct levels of importance. To prevent potential damage, target-barriers must be constructed around these infrastructures. Targets of higher importance require target-barriers with extended response times, necessitating distance constraints that vary according to importance levels. To the best of our knowledge, this is the first work to address the target-barrier coverage problem while incorporating different levels of target importance. The primary objective is to minimize the number of deployed sensors needed to construct target-barriers in a deterministic manner while ensuring coverage requirements based on target importance. The minimum number of sensors required for target-barrier construction is analytically determined and formally proven. Additionally, the problem is shown to be NP-hard. Finally, simulation results are presented to evaluate the performance of the proposed algorithm.
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来源期刊
IEEE Sensors Journal
IEEE Sensors Journal 工程技术-工程:电子与电气
CiteScore
7.70
自引率
14.00%
发文量
2058
审稿时长
5.2 months
期刊介绍: The fields of interest of the IEEE Sensors Journal are the theory, design , fabrication, manufacturing and applications of devices for sensing and transducing physical, chemical and biological phenomena, with emphasis on the electronics and physics aspect of sensors and integrated sensors-actuators. IEEE Sensors Journal deals with the following: -Sensor Phenomenology, Modelling, and Evaluation -Sensor Materials, Processing, and Fabrication -Chemical and Gas Sensors -Microfluidics and Biosensors -Optical Sensors -Physical Sensors: Temperature, Mechanical, Magnetic, and others -Acoustic and Ultrasonic Sensors -Sensor Packaging -Sensor Networks -Sensor Applications -Sensor Systems: Signals, Processing, and Interfaces -Actuators and Sensor Power Systems -Sensor Signal Processing for high precision and stability (amplification, filtering, linearization, modulation/demodulation) and under harsh conditions (EMC, radiation, humidity, temperature); energy consumption/harvesting -Sensor Data Processing (soft computing with sensor data, e.g., pattern recognition, machine learning, evolutionary computation; sensor data fusion, processing of wave e.g., electromagnetic and acoustic; and non-wave, e.g., chemical, gravity, particle, thermal, radiative and non-radiative sensor data, detection, estimation and classification based on sensor data) -Sensors in Industrial Practice
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